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-cs229-numpy-

numpy 实现的 周志华《机器学习》书中的算法及其他一些传统机器学习算法

ailearning

AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP

awesome-knowledge-distillation

Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2020)。

awesome-pretrained-chinese-nlp-models

Awesome Pretrained Chinese NLP Models，高质量中文预训练模型集合

bert

TensorFlow code and pre-trained models for BERT

bert-bilstm-crf-ner

Tensorflow solution of NER task Using BiLSTM-CRF model with Google BERT Fine-tuning And private Server services

bert_papers

This is a list of BERT papers

bilm-tf

Tensorflow implementation of contextualized word representations from bi-directional language models

chaizi

漢語拆字字典

char-rnn-tensorflow

Multi-layer Recurrent Neural Networks (LSTM, RNN) for character-level language models in Python using Tensorflow

chinese-clip

Chinese version of CLIP which achieves Chinese cross-modal retrieval and representation generation.

chinese-poetry

The most comprehensive database of Chinese poetry 🧶最全中华古诗词数据库, 唐宋两朝近一万四千古诗人, 接近5.5万首唐诗加26万宋诗. 两宋时期1564位词人，21050首词。

chinese-text-classification-pytorch

中文文本分类，TextCNN，TextRNN，FastText，TextRCNN，BiLSTM_Attention，DPCNN，Transformer，基于pytorch，开箱即用。

chinese-word-structure

汉字拆解，汉字结构解析

chinese-xlnet

Pre-Trained Chinese XLNet（中文XLNet预训练模型）

chinesebert

chinesener

中文命名实体识别，实体抽取，tensorflow，pytorch，BiLSTM+CRF

commonchinesecharacter

游戏开发中的常用汉字字库，包括3500常用字和7000常用字

cornucopia-llama-fin-chinese

聚宝盆(Cornucopia): 中文金融系列开源可商用大模型，并提供一套高效的金融垂直领域LLM训练框架(Pretraining、SFT、RLHF、Quantize等)

coursera-ml-andrewng-notes

吴恩达老师的机器学习课程个人笔记

crf

Simple implementation of Conditional Random Fields (CRF) in Python. A faster, more powerful, Cython implementation is available in the vocrf project https://github.com/timvieira/vocrf

crf-1

A pure-Python implementation of the Linear-Chain Conditional Random Fields

data-science-notes

数据科学的笔记以及资料搜集

datasets

🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools

deebert

DeeBERT: Dynamic Early Exiting for Accelerating BERT Inference

deep-learning-for-image-processing

deep learning for image processing including classification and object-detection etc.

digimon-generator-gan

This repo contains the code that generates Digimon images using the concept of GAN

dive-into-dl-tensorflow2.0

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为TensorFlow 2.0实现，项目已得到李沐老师的认可

eda_nlp

Data augmentation for NLP, presented at EMNLP 2019

eda_nlp_for_chinese

An implement of the paper of EDA for Chinese corpus.中文语料的EDA数据增强工具。NLP数据增强。论文阅读笔记。